Developer Reference for Intel® oneAPI Math Kernel Library - C

Developer Reference

  • 0.10
  • 10/21/2020
  • Public Content
Contents

p?gerfs

Improves the computed solution to a system of linear equations and provides error bounds and backward error estimates for the solution.

Syntax

void
psgerfs
(
char
*trans
,
MKL_INT
*n
,
MKL_INT
*nrhs
,
float
*a
,
MKL_INT
*ia
,
MKL_INT
*ja
,
MKL_INT
*desca
,
float
*af
,
MKL_INT
*iaf
,
MKL_INT
*jaf
,
MKL_INT
*descaf
,
MKL_INT
*ipiv
,
float
*b
,
MKL_INT
*ib
,
MKL_INT
*jb
,
MKL_INT
*descb
,
float
*x
,
MKL_INT
*ix
,
MKL_INT
*jx
,
MKL_INT
*descx
,
float
*ferr
,
float
*berr
,
float
*work
,
MKL_INT
*lwork
,
MKL_INT
*iwork
,
MKL_INT
*liwork
,
MKL_INT
*info
);
void
pdgerfs
(
char
*trans
,
MKL_INT
*n
,
MKL_INT
*nrhs
,
double
*a
,
MKL_INT
*ia
,
MKL_INT
*ja
,
MKL_INT
*desca
,
double
*af
,
MKL_INT
*iaf
,
MKL_INT
*jaf
,
MKL_INT
*descaf
,
MKL_INT
*ipiv
,
double
*b
,
MKL_INT
*ib
,
MKL_INT
*jb
,
MKL_INT
*descb
,
double
*x
,
MKL_INT
*ix
,
MKL_INT
*jx
,
MKL_INT
*descx
,
double
*ferr
,
double
*berr
,
double
*work
,
MKL_INT
*lwork
,
MKL_INT
*iwork
,
MKL_INT
*liwork
,
MKL_INT
*info
);
void
pcgerfs
(
char
*trans
,
MKL_INT
*n
,
MKL_INT
*nrhs
,
MKL_Complex8
*a
,
MKL_INT
*ia
,
MKL_INT
*ja
,
MKL_INT
*desca
,
MKL_Complex8
*af
,
MKL_INT
*iaf
,
MKL_INT
*jaf
,
MKL_INT
*descaf
,
MKL_INT
*ipiv
,
MKL_Complex8
*b
,
MKL_INT
*ib
,
MKL_INT
*jb
,
MKL_INT
*descb
,
MKL_Complex8
*x
,
MKL_INT
*ix
,
MKL_INT
*jx
,
MKL_INT
*descx
,
float
*ferr
,
float
*berr
,
MKL_Complex8
*work
,
MKL_INT
*lwork
,
float
*rwork
,
MKL_INT
*lrwork
,
MKL_INT
*info
);
void
pzgerfs
(
char
*trans
,
MKL_INT
*n
,
MKL_INT
*nrhs
,
MKL_Complex16
*a
,
MKL_INT
*ia
,
MKL_INT
*ja
,
MKL_INT
*desca
,
MKL_Complex16
*af
,
MKL_INT
*iaf
,
MKL_INT
*jaf
,
MKL_INT
*descaf
,
MKL_INT
*ipiv
,
MKL_Complex16
*b
,
MKL_INT
*ib
,
MKL_INT
*jb
,
MKL_INT
*descb
,
MKL_Complex16
*x
,
MKL_INT
*ix
,
MKL_INT
*jx
,
MKL_INT
*descx
,
double
*ferr
,
double
*berr
,
MKL_Complex16
*work
,
MKL_INT
*lwork
,
double
*rwork
,
MKL_INT
*lrwork
,
MKL_INT
*info
);
Include Files
  • mkl_scalapack.h
Description
The
p?gerfs
function
improves the computed solution to one of the systems of linear equations
sub(
A
)*sub(
X
) = sub(
B
),
sub(
A
)
T
*sub(
X
) = sub(
B
), or
sub(
A
)
H
*sub(
X
) = sub(
B
) and provides error bounds and backward error estimates for the solution.
Here sub(
A
) =
A
(
ia
:
ia
+
n
-1,
ja
:
ja
+
n
-1), sub(
B
) =
B
(
ib
:
ib
+
n
-1,
jb
:
jb
+
nrhs
-1), and sub(
X
) =
X
(
ix
:
ix
+
n
-1,
jx
:
jx
+
nrhs
-1).
Input Parameters
trans
(global) Must be
'N'
 or
'T'
 or
'C'
.
Specifies the form of the system of equations:
If
trans
 =
'N'
, the system has the form sub(
A
)*sub(
X
) = sub(
B
) (No transpose);
If
trans
 =
'T'
, the system has the form sub(
A
)
T
*sub(
X
) = sub(
B
) (Transpose);
If
trans
 =
'C'
, the system has the form sub(
A
)
H
*sub(
X
) = sub(
B
) (Conjugate transpose).
n
(global) The order of the distributed matrix sub(
A
)
(
n
≥
 0)
.
nrhs
(global) The number of right-hand sides, i.e., the number of columns of the matrices sub(
B
) and sub(
X
)
(
nrhs
≥
 0)
.
a
,
af
,
b
,
x
(local)
Pointers into the local memory to arrays of local sizes
a
:
lld_a
 *
LOCc
(
ja
+
n
-1),
af
:
lld_af
 *
LOCc
(
jaf
+
n
-1),
b
:
lld_b
 *
LOCc
(
jb
+
nrhs
-1),
x
:
lld_x
 *
LOCc
(
jx
+
nrhs
-1).
The array
a
 contains the local pieces of the distributed matrix sub(
A
).
The array
af
 contains the local pieces of the distributed factors of the matrix
sub(
A
) =
P
*
L
*
U
 as computed by
p?getrf
.
The array
b
 contains the local pieces of the distributed matrix of right hand sides sub(
B
).
On entry, the array
x
 contains the local pieces of the distributed solution matrix sub(
X
).
ia
,
ja
(global) The row and column indices in the global matrix
A
 indicating the first row and the first column of the matrix sub(
A
), respectively.
desca
(global and local) array of size
dlen_
. The array descriptor for the distributed matrix
A
.
iaf
,
jaf
(global) The row and column indices in the global matrix
AF
 indicating the first row and the first column of the matrix sub(
AF
), respectively.
descaf
(global and local) array of size
dlen_
. The array descriptor for the distributed matrix
AF
.
ib
,
jb
(global) The row and column indices in the global matrix
B
 indicating the first row and the first column of the matrix sub(
B
), respectively.
descb
(global and local) array of size
dlen_
. The array descriptor for the distributed matrix
B
.
ix
,
jx
(global) The row and column indices in the global matrix
X
 indicating the first row and the first column of the matrix sub(
X
), respectively.
descx
(global and local) array of size
dlen_
. The array descriptor for the distributed matrix
X
.
ipiv
(local)
Array of size
LOCr
(
m_af
) +
mb_af
.
This array contains pivoting information as computed by
p?getrf
. If
ipiv
[
i
]
=
j
, then the local row
i
+1
 was swapped with the global row
j
where
i
=0, ... ,
LOCr
(
m_af
) +
mb_af
- 1
.
This array is tied to the distributed matrix
A
.
work
(local)
The array
work
 of size
lwork
 is a workspace array.
lwork
(local or global) The size of the array
work
.
For real flavors:
lwork
 must be at least
lwork
≥
 3*
LOCr
(
n
+mod(
ia
-1,
mb_a
))
For complex flavors:
lwork
 must be at least
lwork
≥
 2*
LOCr
(
n
+mod(
ia
-1,
mb_a
))
mod(
x
,
y
)
 is the integer remainder of
x
/
y
.
iwork
(local) Workspace array, size
liwork
. Used in real flavors only.
liwork
(local or global) The size of the array
iwork
; used in real flavors only. Must be at least
liwork
≥
LOCr
(
n
+mod(
ib
-1,
mb_b
))
.
rwork
(local)
Workspace array, size
lrwork
. Used in complex flavors only.
lrwork
(local or global) The size of the array
rwork
; used in complex flavors only. Must be at least
lrwork
≥
LOCr
(
n
+mod(
ib
-1,
mb_b
)))
.
Output Parameters
x
On exit, contains the improved solution vectors.
ferr
,
berr
Arrays of size
LOCc
(
jb
+
nrhs
-1) each.
The array
ferr
 contains the estimated forward error bound for each solution vector of sub(
X
).
If
XTRUE
 is the true solution corresponding to sub(
X
),
ferr
 is an estimated upper bound for the magnitude of the largest element in (sub(
X
) -
XTRUE
) divided by the magnitude of the largest element in sub(
X
). The estimate is as reliable as the estimate for
rcond
, and is almost always a slight overestimate of the true error.
This array is tied to the distributed matrix
X
.
The array
berr
 contains the component-wise relative backward error of each solution vector (that is, the smallest relative change in any entry of sub(
A
) or sub(
B
) that makes sub(
X
) an exact solution). This array is tied to the distributed matrix
X
.
work
[0]
On exit,
work
[0]
 contains the mini